{"id":"W7115810370","doi":"","title":"Respiratory Diseases and Viral Infections","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory system; Asthma; Respiratory tract infections; Respiratory tract; Respiratory disease; Rhinovirus; Virus; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009707767,0.0005450898,0.0006493754,0.001282307,0.001090554,0.001757375,0.000443571,0.0006620046,0.00945217],"category_scores_gemma":[0.003618296,0.0001767148,0.0004236391,0.003762529,0.0008550007,0.0007545186,0.001455614,0.0008560034,0.001409155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027838,"about_ca_system_score_gemma":0.008504284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1542186,"about_ca_topic_score_gemma":0.1897509,"domain_scores_codex":[0.9979615,0.000396414,0.0001252768,0.0001909897,0.0008991344,0.0004266767],"domain_scores_gemma":[0.9979685,0.0003040187,0.0006584016,0.0001036858,0.0006084825,0.0003569083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492722,0.0001833077,0.7860184,0.001076397,0.0001642588,0.0005920547,0.000931229,0.0007658929,0.0005907112,0.009888778,0.02869696,0.1709429],"study_design_scores_gemma":[0.00002111001,0.0001920152,0.8614301,0.0008291464,0.00007021619,0.001199053,0.001670313,0.0004882903,0.000125422,0.003613974,0.1303341,0.00002615054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4655155,0.2546096,0.007289731,0.02765063,0.006020487,0.0008164388,0.04471033,0.0002218463,0.1931655],"genre_scores_gemma":[0.7713083,0.1581924,0.004868871,0.005194302,0.002703918,0.0004094202,0.0159755,0.00004390403,0.0413034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542186,"threshold_uncertainty_score":0.3066419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323977927314051,"score_gpt":0.2885736592034612,"score_spread":0.2653338799303207,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}